Semantic Correspondence on PF-PASCAL (PCK alpha 0.03, 0.05, 0.1, 0.15)
77.6PCK @ alpha=0.03MMNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MMNetF.T.=true, Feat.=true, Data Aug.=false2022.07 | 77.6 | 87.1 | 94.3 | — | |
| PMNCF.T.=true, Feat.=true, Data Aug.=false, Cost Aggregation=4D Conv.2022.07 | 71.6 | 82.4 | 90.6 | — | |
| CHMF.T.=false, Feat.=true, Data Aug.=false, Cost Aggregation=4D Conv.2022.07 | 67.5 | 80.1 | 91.6 | 94.9 | |
| SCOTF.T.=false, Feat.=true, Data Aug.=false, Cost Aggregation=OT-RHM2022.07 | 63.1 | 85.4 | 92.7 | — | |
| VATF.T.=true, Feat.=true, Data Aug.=true, Cost Aggregation=Transformer2022.07 | 62.7 | 78.2 | 92.3 | 96.2 | |
| VATF.T.=true, Feat.=true, Data Aug.=false, Cost Aggregation=Transformer2022.07 | 54.6 | 72.9 | 91.1 | 95.6 | |
| DHPFF.T.=false, Feat.=true, Data Aug.=false, Cost Aggregation=RHM2022.07 | 52 | 75.7 | 90.7 | 95 | |
| CATSF.T.=true, Feat.=true, Data Aug.=true, Cost Aggregation=Transformer2022.07 | 49.9 | 75.4 | 92.6 | 96.4 | |
| CATSF.T.=true, Feat.=true, Data Aug.=false, Cost Aggregation=Transformer2022.07 | 41.6 | 67.5 | 89.1 | 94.9 | |
| NC-NetF.T.=true, Feat.=true, Data Aug.=false, Cost Aggregation=4D Conv.2022.07 | 30.9 | 54.3 | 78.9 | 86 |